Comprehensive profiling of disease-relevant copy number aberrations for advanced clinical diagnostics of pediatric acute lymphoblastic leukemia.
Richárd KissAmbrus GángóAnne Benard-SlagterBálint EgyedIrén HaltrichLajos HegyiKarel de GrootPéter Attila KirálySzilvia KrizsánBéla KajtárHenriett PikóLászló PajorÁgnes VojcekAndrás MatolcsyGábor KovácsKároly SzuhaiLaura ChiecchioCsaba BödörDonát AlpárPublished in: Modern pathology : an official journal of the United States and Canadian Academy of Pathology, Inc (2019)
Acute lymphoblastic leukemia is the most common pediatric cancer characterized by a heterogeneous genomic landscape with copy number aberrations occurring at various stages of pathogenesis, disease progression, and treatment resistance. In this study, disease-relevant copy number aberrations were profiled in bone marrow samples of 91 children with B- or T-cell precursor acute lymphoblastic leukemia using digital multiplex ligation-dependent probe amplification (digitalMLPATM). Whole chromosome gains and losses, subchromosomal copy number aberrations, as well as unbalanced alterations conferring intrachromosomal gene fusions were simultaneously identified with results available within 36 hours. Aberrations were observed in 96% of diagnostic patient samples, and increased numbers of copy number aberrations were detected at the time of relapse as compared with diagnosis. Comparative scrutiny of 24 matching diagnostic and relapse samples from 11 patients revealed three different patterns of clonal relationships with (i) one patient displaying identical copy number aberration profiles at diagnosis and relapse, (ii) six patients showing clonal evolution with all lesions detected at diagnosis being present at relapse, and (iii) four patients displaying conserved as well as lost or gained copy number aberrations at the time of relapse, suggestive of the presence of a common ancestral cell compartment giving rise to clinically manifest leukemia at different time points during the disease course. A newly introduced risk classifier combining cytogenetic data with digitalMLPATM-based copy number aberration profiles allowed for the determination of four genetic subgroups of B-cell precursor acute lymphoblastic leukemia with distinct event-free survival rates. DigitalMLPATM provides fast, robust, and highly optimized copy number aberration profiling for the genomic characterization of acute lymphoblastic leukemia samples, facilitates the decipherment of the clonal origin of relapse and provides highly relevant information for clinical prognosis assessment.
Keyphrases
- copy number
- acute lymphoblastic leukemia
- mitochondrial dna
- genome wide
- free survival
- end stage renal disease
- dna methylation
- bone marrow
- allogeneic hematopoietic stem cell transplantation
- chronic kidney disease
- newly diagnosed
- ejection fraction
- single cell
- peritoneal dialysis
- stem cells
- acute myeloid leukemia
- squamous cell carcinoma
- transcription factor
- machine learning
- gene expression
- patient reported outcomes
- single molecule
- social media
- mass spectrometry
- patient reported
- papillary thyroid
- lymph node metastasis
- tandem mass spectrometry
- simultaneous determination
- genome wide identification
- molecularly imprinted
- replacement therapy